Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Fort Vancouver, located in southwestern Washington (USA), was the administrative headquarters and supply depot for the Hudson’s Bay Company (HBC) in the Pacific Northwest, essentially its colonial capital between ca. 1825 and 1845. The documentary record for Fort Vancouver suggests a spatial segregation between the fort and the village along class lines which separated the elite managers of the company from its employees (<italic>engagés</italic>). Archaeological and ethnohistoric data, however, tend to blur these sharp lines between the fort and the village as artifacts, pollen, and other data reveal a more complex colonial milieu tied to the unique multicultural nature of the settlement and ties to indigenous and other non-Western communities. The historical archaeology of colonialism at Fort Vancouver helps the modern descendants of these people, as well as others tied to the fort, reconnect to their history and heritage and develop a dialogue regarding past and current identities.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it